Picking the right AWS instance is challenging because you have to match the ever-changing resource usage patterns of your apps with the 500+ AWS instance types, and the result is over-provisioning and waste. Nearly one-third of businesses exceed their cloud budgets by as much as 40%, in part due to poorly sized instances.